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- W2396009330 abstract "The current availability of efficient algorithms for decision tree induction makes intricate post-processing techniques worth to be investigated both for efficiency and effectiveness. We study the simplification operator of subtree replacement, also known as grafting, originally implemented in the C4.5 system. We present a parametric bottom-up algorithm integrating grafting with the standard pruning operator, and analyze its complexity in terms of the number of nodes visited. Immediate instances of the parametric algorithm include extensions of error based, reduced error, minimum error, and pessimistic error pruning. Experimental results show that the computational cost of grafting is paid off by statistically significant smaller trees without accuracy loss." @default.
- W2396009330 created "2016-06-24" @default.
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- W2396009330 date "2012-04-26" @default.
- W2396009330 modified "2023-10-16" @default.
- W2396009330 title "Subtree Replacement in Decision Tree Simplification" @default.
- W2396009330 doi "https://doi.org/10.1137/1.9781611972825.33" @default.
- W2396009330 hasPublicationYear "2012" @default.
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